Applied Longitudinal Analysis
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Applied Longitudinal Analysis
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Author : Garrett M. Fitzmaurice
language : en
Publisher: John Wiley & Sons
Release Date : 2012-10-23
Applied Longitudinal Analysis written by Garrett M. Fitzmaurice and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-23 with Mathematics categories.
Praise for the First Edition ". . . [this book] should be on the shelf of everyone interested in . . . longitudinal data analysis." —Journal of the American Statistical Association Features newly developed topics and applications of the analysis of longitudinal data Applied Longitudinal Analysis, Second Edition presents modern methods for analyzing data from longitudinal studies and now features the latest state-of-the-art techniques. The book emphasizes practical, rather than theoretical, aspects of methods for the analysis of diverse types of longitudinal data that can be applied across various fields of study, from the health and medical sciences to the social and behavioral sciences. The authors incorporate their extensive academic and research experience along with various updates that have been made in response to reader feedback. The Second Edition features six newly added chapters that explore topics currently evolving in the field, including: Fixed effects and mixed effects models Marginal models and generalized estimating equations Approximate methods for generalized linear mixed effects models Multiple imputation and inverse probability weighted methods Smoothing methods for longitudinal data Sample size and power Each chapter presents methods in the setting of applications to data sets drawn from the health sciences. New problem sets have been added to many chapters, and a related website features sample programs and computer output using SAS, Stata, and R, as well as data sets and supplemental slides to facilitate a complete understanding of the material. With its strong emphasis on multidisciplinary applications and the interpretation of results, Applied Longitudinal Analysis, Second Edition is an excellent book for courses on statistics in the health and medical sciences at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for researchers and professionals in the medical, public health, and pharmaceutical fields as well as those in social and behavioral sciences who would like to learn more about analyzing longitudinal data.
Applied Longitudinal Data Analysis For Epidemiology
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Author : Jos W. R. Twisk
language : en
Publisher: Cambridge University Press
Release Date : 2013-05-09
Applied Longitudinal Data Analysis For Epidemiology written by Jos W. R. Twisk and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-09 with Medical categories.
A practical guide to the most important techniques available for longitudinal data analysis, essential for non-statisticians and researchers.
Applied Longitudinal Analysis
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Author : Garret M. Fitzmaurice
language : en
Publisher:
Release Date : 2004
Applied Longitudinal Analysis written by Garret M. Fitzmaurice and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Longitudinal method categories.
Applied Longitudinal Data Analysis
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Author : Judith D. Singer
language : en
Publisher: Oxford University Press
Release Date : 2003-03-27
Applied Longitudinal Data Analysis written by Judith D. Singer and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-03-27 with Mathematics categories.
By charting changes over time and investigating whether and when events occur, researchers reveal the temporal rhythms of our lives.
Applied Longitudinal Data Analysis For Medical Science
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Author : Jos W. R. Twisk
language : en
Publisher: Cambridge University Press
Release Date : 2023-04-27
Applied Longitudinal Data Analysis For Medical Science written by Jos W. R. Twisk and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-27 with Medical categories.
Discusses methods available for longitudinal data analysis in non-technical language, allowing readers to apply techniques easily to their work. Aimed at non-statisticians and researchers working in medical science and utilising longitudinal studies, the interpretation of the results of various methods of analysis is emphasised.
Applied Longitudinal Analysis
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Author : Garrett M. Fitzmaurice
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-07-26
Applied Longitudinal Analysis written by Garrett M. Fitzmaurice and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-26 with categories.
Applied Longitudinal Analysis By Garrett M. Fitzmaurice
Applied Longitudinal Data Analysis
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Author : Marie Davidian
language : en
Publisher: Springer
Release Date : 2010-11-16
Applied Longitudinal Data Analysis written by Marie Davidian and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-16 with Mathematics categories.
The goal of this book is to provide an overview of statistical models and methods that are useful in the analysis of longitudinal data; that is, data in the form of repeated measurements on the same experimental unit over time. The intended audience is a combination of non- statistics graduate students who have taken an applied methods course covering linear regression and Analysis of Variance and masters-level statistics students looking for an applied intro course.
Applied Longitudinal Analysis
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Author : Laird N Fitzmaurice G (Ware J.)
language : en
Publisher:
Release Date :
Applied Longitudinal Analysis written by Laird N Fitzmaurice G (Ware J.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Applied Longitudinal Data Analysis For Epidemiology
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Author : Jos W. R. Twisk
language : en
Publisher:
Release Date : 2013
Applied Longitudinal Data Analysis For Epidemiology written by Jos W. R. Twisk and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Electronic books categories.
A practical guide to the most important techniques available for longitudinal data analysis, essential for non-statisticians and researchers.
Applied Longitudinal Data Analysis
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Author : Judith D. Singer
language : en
Publisher:
Release Date : 2000*
Applied Longitudinal Data Analysis written by Judith D. Singer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000* with Planning categories.